Listar por tema "Linear discriminant analysis"

Mostrando ítems 1-5 de 5

    • Automatic Seizure Detection Based on Star Graph Topological Indices 

      Fernández-Blanco, Enrique; Rivero, Daniel; Rabuñal, Juan R.; Dorado, Julián; Pazos, A.; Munteanu, Cristian-Robert (Elsevier, 2012-08-15)
      [Abstract] The recognition of seizures is very important for the diagnosis of patients with epilepsy. The seizure is a process of rhythmic discharge in brain and occurs rarely and unpredictably. This behavior generates a ...

    • Decodificación de la imaginación motora del pedaleo a partir de señales electroencefalográficas 

      Juan, Javier V.; Iáñez, Eduardo; Ortiz, Mario; Tornero, Jesús; Azorín, José M. (Universidade da Coruña. Servizo de Publicacións, 2023)
      [Resumen] El principio clave de la decodificación de la imaginación motora (MI, Motor Imagery) para las Interfaces Cerebro-Máquina (BMIs, Brain-Machine Interfaces) basadas en electroencefalogramas (EEG) consiste en extraer ...

    • Eye State Identification Based on Discrete Wavelet Transforms 

      Laport López, Francisco; Castro-Castro, Paula-María; Dapena, Adriana; Vázquez Araújo, Francisco Javier; Fresnedo, Óscar (MDPI, 2021)
      [Abstract]: We present a prototype to identify eye states from electroencephalography signals captured from one or two channels. The hardware is based on the integration of low-cost components, while the signal processing ...

    • Study of Machine Learning Techniques for EEG Eye State Detection 

      Laport López, Francisco; Castro-Castro, Paula-María; Dapena, Adriana; Vázquez Araújo, Francisco Javier; Iglesia, Daniel I. (MDPI AG, 2020-08-31)
      [Abstract] A comparison of different machine learning techniques for eye state identification through Electroencephalography (EEG) signals is presented in this paper. (1) Background: We extend our previous work by studying ...

    • Training of machine learning models for recurrence prediction in patients with respiratory pathologies 

      Molinero-Rodríguez, Ainhoa; Guerra Tort, Carla; Suárez Ulloa, Victoria; López Gestal, José Manuel; Pereira-Loureiro, Javier; Aguiar-Pulido, Vanessa (MDPI, 2021-10-13)
      [Abstract] Information extracted from electronic health records (EHRs) is used for predictive tasks and clinical pattern recognition. Machine learning techniques also allow the extraction of knowledge from EHR. This study ...